library(knitr)
library(ggplot2)
theme_set(theme_bw(15))
map = read.delim("/Users/Kitty/git/auto-fcs/explore/openCyto/autoManMap.txt",stringsAsFactors = FALSE,sep = "\t") 
metrics =read.delim("/Volumes/Beta/data/flow/testTypesTestMetrics5.txt",stringsAsFactors = FALSE,sep = "\t") 
metrics$freqParent = metrics$Count/metrics$ParentCount
metrics$nameOrig = metrics$name
metrics$name =gsub(".fcs.*","",metrics$name ,fixed = FALSE)
metrics$name =gsub(" ","",metrics$name ,fixed = TRUE)

metricsMan = metrics[which(metrics$GATE=="MANUAL"&metrics$Population %in% map$Manual&metrics$METRIC=="count"),]
metricsAuto = metrics[which(metrics$GATE=="AUTOMATIC"&metrics$QC=="TRUE"&(metrics$Population %in% map$Auto|metrics$Parent=="root")&metrics$METRIC=="count"),]

metricsMan = merge(metricsMan,map,by.x = "Population",by.y = "Manual")
metricsMan$Population =metricsMan$Auto
metricsMan$Merge=paste(metricsMan$Population,metricsMan$name,sep = "_")
metricsAuto = merge(metricsAuto,map,by.x = "Population",by.y = "Auto",all.x = TRUE)
metricsAuto$Merge=paste(metricsAuto$Population,metricsAuto$name,sep = "_")

row.names(metricsAuto) =metricsAuto$Merge

for(pop in unique(map$Auto)) {
  for (sample in unique(metricsAuto$name)) {
    row = paste(pop, sample, sep = "_")
    sub = metricsAuto[which(metricsAuto$Population == pop &
                              metricsAuto$name == sample),]
    realParentCount = metricsAuto[which(metricsAuto$Population == sub$RealAutoParent &
                                          metricsAuto$name == sample),]$Count
    if (sub$RealAutoParent != "root") {
      metricsAuto[row, "freqParent"] = sub$Count / realParentCount
    }else{
      realParentCount = metricsAuto[which(metricsAuto$Parent == sub$RealAutoParent &
                                          metricsAuto$name == sample),]$ParentCount
      metricsAuto[row, "freqParent"] = sub$Count / realParentCount

    }
  }
}

metricCombo = merge(metricsAuto,metricsMan,by.x = "Merge",by.y = "Merge")

p = ggplot(metricCombo,aes(x=Count.x,y=Count.y, color=Population.x)) +geom_point()+xlab("Autogating population count")+ylab("Manual gating population count")+geom_abline(intercept = 0, slope = 1) 
p 

p+facet_wrap(~Population.x)

for(pop in unique(map$Auto)) {
  sub = metricCombo[which(metricCombo$Population.x == pop), ]
  t =cor.test(sub$Count.x,sub$Count.y)
  ts =cor.test(sub$Count.x,sub$Count.y,method = "spearman")
  fit = lm(Count.x~Count.y,data=sub)
  sum = summary(fit)
  p = ggplot(sub, aes(x =
  Count.x, y = Count.y, color = FlaggedSample.x)) + geom_point() + xlab("Autogating population count") +
  ylab("Manual gating population count") + geom_abline(intercept = 0, slope = 1)+ labs(title = paste(pop,"n=",length(sub$Count.x),"- pearson r =",signif(t$estimate,4),"- spearman r =",signif(ts$estimate,4),"\n beta =",signif(sum$coefficients[2],4),"r^2 = ",signif(sum$r.squared)))
  print(p)

    # print(summary(fit))
   p = ggplot(sub, aes(x =
  freqParent.x, y = freqParent.y, color = FlaggedSample.x)) + geom_point() + xlab("Autogating population count") +
  ylab("Manual gating population count") + geom_abline(intercept = 0, slope = 1)+ labs(title = paste(pop,"n=",length(sub$Count.x),"- pearson r =",signif(t$estimate,4),"- spearman r =",signif(ts$estimate,4)))
  print(p)
}

## Warning in cor.test.default(sub$Count.x, sub$Count.y, method = "spearman"):
## Cannot compute exact p-value with ties

## Warning in cor.test.default(sub$Count.x, sub$Count.y, method = "spearman"):
## Cannot compute exact p-value with ties

## Warning in cor.test.default(sub$Count.x, sub$Count.y, method = "spearman"):
## Cannot compute exact p-value with ties

## Warning in cor.test.default(sub$Count.x, sub$Count.y, method = "spearman"):
## Cannot compute exact p-value with ties

## Warning in cor.test.default(sub$Count.x, sub$Count.y, method = "spearman"):
## Cannot compute exact p-value with ties

## Warning in cor.test.default(sub$Count.x, sub$Count.y, method = "spearman"):
## Cannot compute exact p-value with ties

## Warning in cor.test.default(sub$Count.x, sub$Count.y, method = "spearman"):
## Cannot compute exact p-value with ties

 cor.test(metricCombo$Count.x,metricCombo$Count.y,method = "spearman")
## Warning in cor.test.default(metricCombo$Count.x, metricCombo$Count.y,
## method = "spearman"): Cannot compute exact p-value with ties
## 
##  Spearman's rank correlation rho
## 
## data:  metricCombo$Count.x and metricCombo$Count.y
## S = 21491000, p-value < 2.2e-16
## alternative hypothesis: true rho is not equal to 0
## sample estimates:
##       rho 
## 0.9886799
look = metricCombo[which(metricCombo$Population.x=="CCR7+CD45RA+"),]
kable(look[,c("PDF.x","Count.x","Count.y","name.x")])
PDF.x Count.x Count.y name.x
601 /Volumes/Beta/data/flow/panel1_test5_1.pdf 19154 18497 2016-05-05_PANEL1_HB_panelone_F1631958_002
602 /Volumes/Beta/data/flow/panel1_test5_1.pdf 21459 20889 2016-05-05_PANEL1_HB_panelone_F1631959_005
603 /Volumes/Beta/data/flow/panel1_test5_1.pdf 22731 23056 2016-05-05_PANEL1_HB_panelone_F1631960_004
604 /Volumes/Beta/data/flow/panel1_test5_1.pdf 24251 30594 2016-05-05_PANEL1_HB_panelone_F1631961_003
605 /Volumes/Beta/data/flow/panel1_test5_1.pdf 43724 46389 2016-05-06_PANEL1_ZF_panelone_F1631944_005
606 /Volumes/Beta/data/flow/panel1_test5_1.pdf 30497 32167 2016-05-06_PANEL1_ZF_panelone_F1631950_006
607 /Volumes/Beta/data/flow/panel1_test5_1.pdf 48286 49913 2016-05-06_PANEL1_ZF_panelone_F1631954_003
608 /Volumes/Beta/data/flow/panel1_test5_1.pdf 32454 37961 2016-05-06_PANEL1_ZF_panelone_F1631956_004
609 /Volumes/Beta/data/flow/panel1_test5_1.pdf 13755 17361 2016-05-06_PANEL1_ZF_panelone_F1631957_002
610 /Volumes/Beta/data/flow/panel1_test5_1.pdf 14089 15699 2016-05-11_PANEL1_ZF_panelone_F1631919_009
611 /Volumes/Beta/data/flow/panel1_test5_1.pdf 33722 37945 2016-05-11_PANEL1_ZF_panelone_F1631920_007
612 /Volumes/Beta/data/flow/panel1_test5_1.pdf 15060 15930 2016-05-11_PANEL1_ZF_panelone_F1631925_005
613 /Volumes/Beta/data/flow/panel1_test5_1.pdf 27381 27662 2016-05-11_PANEL1_ZF_panelone_F1631942_008
614 /Volumes/Beta/data/flow/panel1_test5_1.pdf 20222 21871 2016-05-11_PANEL1_ZF_panelone_F1632171_002
615 /Volumes/Beta/data/flow/panel1_test5_2.pdf 1610 7489 2016-05-11_PANEL1_ZF_panelone_F1632176_004
616 /Volumes/Beta/data/flow/panel1_test5_2.pdf 169831 164776 2016-05-11_PANEL1_ZF_panelone_F1632184_001
617 /Volumes/Beta/data/flow/panel1_test5_2.pdf 39176 37047 2016-05-11_PANEL1_ZF_panelone_F1632214_010
618 /Volumes/Beta/data/flow/panel1_test5_2.pdf 18690 21265 2016-05-11_PANEL1_ZF_panelone_F1632227_006
619 /Volumes/Beta/data/flow/panel1_test5_2.pdf 9 25849 2016-05-11_PANEL1_ZF_panelone_F1632229_003
620 /Volumes/Beta/data/flow/panel1_test5_2.pdf 35858 34301 2016-05-13_PANEL1_ZF_panelone_F1631922_003
621 /Volumes/Beta/data/flow/panel1_test5_2.pdf 44389 44901 2016-05-13_PANEL1_ZF_panelone_F1631924_001
622 /Volumes/Beta/data/flow/panel1_test5_2.pdf 60028 61750 2016-05-13_PANEL1_ZF_panelone_F1632182_002
623 /Volumes/Beta/data/flow/panel1_test5_2.pdf 2318 3086 2016-05-13_PANEL1_ZF_panelone_F1632233_004
624 /Volumes/Beta/data/flow/panel1_test5_2.pdf 39180 41724 2016-05-13_PANEL1_ZF_panelone_F1632235_005
625 /Volumes/Beta/data/flow/panel1_test5_2.pdf 7 8904 2016-05-18_PANEL1_ZF_panelone_F1631974_008
626 /Volumes/Beta/data/flow/panel1_test5_2.pdf 54756 57989 2016-05-18_PANEL1_ZF_panelone_F1631977_003
627 /Volumes/Beta/data/flow/panel1_test5_2.pdf 8368 8805 2016-05-18_PANEL1_ZF_panelone_F1631988_002
628 /Volumes/Beta/data/flow/panel1_test5_2.pdf 12602 13551 2016-05-18_PANEL1_ZF_panelone_F1631990_005
629 /Volumes/Beta/data/flow/panel1_test5_2.pdf 4594 6187 2016-05-18_PANEL1_ZF_panelone_F1631991_012
630 /Volumes/Beta/data/flow/panel1_test5_3.pdf 39298 39990 2016-05-18_PANEL1_ZF_panelone_F1631995_001
631 /Volumes/Beta/data/flow/panel1_test5_3.pdf 27236 27715 2016-05-18_PANEL1_ZF_panelone_F1632002_006
632 /Volumes/Beta/data/flow/panel1_test5_3.pdf 15390 16305 2016-05-18_PANEL1_ZF_panelone_F1632164_009
633 /Volumes/Beta/data/flow/panel1_test5_3.pdf 46751 47241 2016-05-18_PANEL1_ZF_panelone_F1632193_007
634 /Volumes/Beta/data/flow/panel1_test5_3.pdf 26868 27959 2016-05-18_PANEL1_ZF_panelone_F1632197_010
635 /Volumes/Beta/data/flow/panel1_test5_3.pdf 41702 42049 2016-05-18_PANEL1_ZF_panelone_F1632258_004
636 /Volumes/Beta/data/flow/panel1_test5_3.pdf 3554 3698 2016-05-18_PANEL1_ZF_panelone_F1636464_011
637 /Volumes/Beta/data/flow/panel1_test5_3.pdf 21226 21557 2016-05-18_PANEL1_ZF_panelone_F1636739_014
638 /Volumes/Beta/data/flow/panel1_test5_3.pdf 81921 82785 2016-05-18_PANEL1_ZF_panelone_F1636757_013
639 /Volumes/Beta/data/flow/panel1_test5_3.pdf 7550 7902 2016-05-20_PANEL1_ZF_panelone_F1631992_004
640 /Volumes/Beta/data/flow/panel1_test5_3.pdf 5141 5479 2016-05-20_PANEL1_ZF_panelone_F1631993_003
641 /Volumes/Beta/data/flow/panel1_test5_3.pdf 17214 23888 2016-05-20_PANEL1_ZF_panelone_F1631997_009
642 /Volumes/Beta/data/flow/panel1_test5_3.pdf 6061 7093 2016-05-20_PANEL1_ZF_panelone_F1632006_005
643 /Volumes/Beta/data/flow/panel1_test5_3.pdf 13536 14603 2016-05-20_PANEL1_ZF_panelone_F1632191_006
644 /Volumes/Beta/data/flow/panel1_test5_3.pdf 3321 3763 2016-05-20_PANEL1_ZF_panelone_F1632203_001
645 /Volumes/Beta/data/flow/panel1_test5_4.pdf 49761 53952 2016-05-20_PANEL1_ZF_panelone_F1632206_002
646 /Volumes/Beta/data/flow/panel1_test5_4.pdf 19077 19274 2016-05-20_PANEL1_ZF_panelone_F1632217_007
647 /Volumes/Beta/data/flow/panel1_test5_4.pdf 1910 1983 2016-07-06_PANEL1_ZF_Groupone_F1632030_006
648 /Volumes/Beta/data/flow/panel1_test5_4.pdf 84545 82823 2016-07-06_PANEL1_ZF_Groupone_F1632030B_007
649 /Volumes/Beta/data/flow/panel1_test5_4.pdf 14347 15270 2016-07-06_PANEL1_ZF_Groupone_F1632038_003
650 /Volumes/Beta/data/flow/panel1_test5_4.pdf 70450 68418 2016-07-06_PANEL1_ZF_Groupone_F1632044_004
651 /Volumes/Beta/data/flow/panel1_test5_4.pdf 34020 37134 2016-07-06_PANEL1_ZF_Groupone_F1632057_001
652 /Volumes/Beta/data/flow/panel1_test5_4.pdf 22772 23291 2016-07-06_PANEL1_ZF_Groupone_F1632091_010
653 /Volumes/Beta/data/flow/panel1_test5_4.pdf 19452 37802 2016-07-06_PANEL1_ZF_Groupone_F1632098_005
654 /Volumes/Beta/data/flow/panel1_test5_4.pdf 38760 39061 2016-07-06_PANEL1_ZF_Groupone_F1632112_009
655 /Volumes/Beta/data/flow/panel1_test5_4.pdf 11358 11247 2016-07-06_PANEL1_ZF_Groupone_F1632325_002
656 /Volumes/Beta/data/flow/panel1_test5_4.pdf 1394 1404 2016-07-06_PANEL1_ZF_Groupone_F1632350_008
657 /Volumes/Beta/data/flow/panel1_test5_4.pdf 37491 42472 2016-07-07_PANEL1_ZF_Groupone_F1632103_010
658 /Volumes/Beta/data/flow/panel1_test5_4.pdf 22350 24534 2016-07-07_PANEL1_ZF_Groupone_F1632117_007
659 /Volumes/Beta/data/flow/panel1_test5_5.pdf 85570 84680 2016-07-07_PANEL1_ZF_Groupone_F1632340_001
660 /Volumes/Beta/data/flow/panel1_test5_5.pdf 62792 64985 2016-07-07_PANEL1_ZF_Groupone_F1632346_008
661 /Volumes/Beta/data/flow/panel1_test5_5.pdf 54215 58821 2016-07-07_PANEL1_ZF_Groupone_F1632351_006
662 /Volumes/Beta/data/flow/panel1_test5_5.pdf 69305 77102 2016-07-07_PANEL1_ZF_Groupone_F1632353_002
663 /Volumes/Beta/data/flow/panel1_test5_5.pdf 76080 75414 2016-07-07_PANEL1_ZF_Groupone_F1632359_004
664 /Volumes/Beta/data/flow/panel1_test5_5.pdf 37971 38064 2016-07-07_PANEL1_ZF_Groupone_F1632381_005
665 /Volumes/Beta/data/flow/panel1_test5_5.pdf 47490 48028 2016-07-07_PANEL1_ZF_Groupone_F1632396_009
666 /Volumes/Beta/data/flow/panel1_test5_5.pdf 33181 38248 2016-07-07_PANEL1_ZF_Grouptwo_F1631273_025
667 /Volumes/Beta/data/flow/panel1_test5_5.pdf 54870 53235 2016-07-07_PANEL1_ZF_Grouptwo_F1631274_024
668 /Volumes/Beta/data/flow/panel1_test5_5.pdf 32133 35801 2016-07-07_PANEL1_ZF_Grouptwo_F1632076_032
669 /Volumes/Beta/data/flow/panel1_test5_5.pdf 13699 17869 2016-07-07_PANEL1_ZF_Grouptwo_F1632102_026
670 /Volumes/Beta/data/flow/panel1_test5_5.pdf 50590 51662 2016-07-07_PANEL1_ZF_Grouptwo_F1632105_027
671 /Volumes/Beta/data/flow/panel1_test5_5.pdf 37828 44333 2016-07-07_PANEL1_ZF_Grouptwo_F1632134_029
672 /Volumes/Beta/data/flow/panel1_test5_5.pdf 100427 103835 2016-07-07_PANEL1_ZF_Grouptwo_F1632343_030
673 /Volumes/Beta/data/flow/panel1_test5_6.pdf 23544 30274 2016-07-07_PANEL1_ZF_Grouptwo_F1632358_028
674 /Volumes/Beta/data/flow/panel1_test5_6.pdf 55560 54635 2016-07-07_PANEL1_ZF_Grouptwo_F1632383_031
675 /Volumes/Beta/data/flow/panel1_test5_6.pdf 19437 19766 2016-07-08_PANEL1_ZF_Groupone_F1631265_006
676 /Volumes/Beta/data/flow/panel1_test5_6.pdf 10597 11307 2016-07-08_PANEL1_ZF_Groupone_F1631269_003
677 /Volumes/Beta/data/flow/panel1_test5_6.pdf 7109 7068 2016-07-08_PANEL1_ZF_Groupone_F1631270_010
678 /Volumes/Beta/data/flow/panel1_test5_6.pdf 17531 19082 2016-07-08_PANEL1_ZF_Groupone_F1632153_004
679 /Volumes/Beta/data/flow/panel1_test5_6.pdf 12195 11056 2016-07-08_PANEL1_ZF_Groupone_F1632338_008
680 /Volumes/Beta/data/flow/panel1_test5_6.pdf 2392 2832 2016-07-08_PANEL1_ZF_Groupone_F1632339_009
681 /Volumes/Beta/data/flow/panel1_test5_6.pdf 4298 4373 2016-07-08_PANEL1_ZF_Groupone_F1632342_002
682 /Volumes/Beta/data/flow/panel1_test5_6.pdf 438 720 2016-07-08_PANEL1_ZF_Groupone_F1632345_001
683 /Volumes/Beta/data/flow/panel1_test5_6.pdf 10264 10170 2016-07-08_PANEL1_ZF_Groupone_F1632380_005
684 /Volumes/Beta/data/flow/panel1_test5_6.pdf 26969 28988 2016-07-08_PANEL1_ZF_Groupone_F1632399_007
685 /Volumes/Beta/data/flow/panel1_test5_6.pdf 67477 67270 2016-07-08_PANEL1_ZF_Grouptwo_F1631285_030
686 /Volumes/Beta/data/flow/panel1_test5_6.pdf 586 1376 2016-07-08_PANEL1_ZF_Grouptwo_F1632054_032
687 /Volumes/Beta/data/flow/panel1_test5_6.pdf 18499 23303 2016-07-08_PANEL1_ZF_Grouptwo_F1632131_025
688 /Volumes/Beta/data/flow/panel1_test5_7.pdf 4647 5030 2016-07-08_PANEL1_ZF_Grouptwo_F1632278_033
689 /Volumes/Beta/data/flow/panel1_test5_7.pdf 22700 25271 2016-07-08_PANEL1_ZF_Grouptwo_F1632284_029
690 /Volumes/Beta/data/flow/panel1_test5_7.pdf 44807 43563 2016-07-08_PANEL1_ZF_Grouptwo_F1632363_026
691 /Volumes/Beta/data/flow/panel1_test5_7.pdf 65670 66753 2016-07-08_PANEL1_ZF_Grouptwo_F1632372_024
692 /Volumes/Beta/data/flow/panel1_test5_7.pdf 17838 21575 2016-07-08_PANEL1_ZF_Grouptwo_F1632379_031
693 /Volumes/Beta/data/flow/panel1_test5_7.pdf 42591 44159 2016-07-08_PANEL1_ZF_Grouptwo_F1632385_027
694 /Volumes/Beta/data/flow/panel1_test5_7.pdf 56565 56652 2016-07-08_PANEL1_ZF_Grouptwo_F1649319_028
695 /Volumes/Beta/data/flow/panel1_test5_7.pdf 68799 66857 2016-07-27_PANEL1_ZF_Groupone_F1631224_003
696 /Volumes/Beta/data/flow/panel1_test5_7.pdf 4352 4261 2016-07-27_PANEL1_ZF_Groupone_F1631305_002
697 /Volumes/Beta/data/flow/panel1_test5_7.pdf 21492 21365 2016-07-27_PANEL1_ZF_Groupone_F1631369_009
698 /Volumes/Beta/data/flow/panel1_test5_7.pdf 49424 51175 2016-07-27_PANEL1_ZF_Groupone_F1632277_010
699 /Volumes/Beta/data/flow/panel1_test5_7.pdf 45188 44755 2016-07-27_PANEL1_ZF_Groupone_F1632369_008
700 /Volumes/Beta/data/flow/panel1_test5_7.pdf 55881 55699 2016-07-27_PANEL1_ZF_Groupone_F1632384_007
701 /Volumes/Beta/data/flow/panel1_test5_7.pdf 15341 19221 2016-07-27_PANEL1_ZF_Groupone_F1632400_006
702 /Volumes/Beta/data/flow/panel1_test5_7.pdf 69764 72205 2016-07-27_PANEL1_ZF_Groupone_F1636532_005
703 /Volumes/Beta/data/flow/panel1_test5_8.pdf 26213 28640 2016-07-27_PANEL1_ZF_Groupone_F1636535_004
704 /Volumes/Beta/data/flow/panel1_test5_8.pdf 60197 59467 2016-07-27_PANEL1_ZF_Grouptwo_F1631148_028
705 /Volumes/Beta/data/flow/panel1_test5_8.pdf 34595 32649 2016-07-27_PANEL1_ZF_Grouptwo_F1631199_031
706 /Volumes/Beta/data/flow/panel1_test5_8.pdf 51782 51459 2016-07-27_PANEL1_ZF_Grouptwo_F1636515_032
707 /Volumes/Beta/data/flow/panel1_test5_8.pdf 62814 63084 2016-07-27_PANEL1_ZF_Grouptwo_F1636520_029
708 /Volumes/Beta/data/flow/panel1_test5_8.pdf 31187 40658 2016-07-27_PANEL1_ZF_Grouptwo_F1636521_024
709 /Volumes/Beta/data/flow/panel1_test5_8.pdf 11375 12682 2016-07-27_PANEL1_ZF_Grouptwo_F1636785_030
710 /Volumes/Beta/data/flow/panel1_test5_8.pdf 1426 1476 2016-07-27_PANEL1_ZF_Grouptwo_F1636806_025
711 /Volumes/Beta/data/flow/panel1_test5_8.pdf 10705 11702 2016-07-27_PANEL1_ZF_Grouptwo_F1636821_026
712 /Volumes/Beta/data/flow/panel1_test5_8.pdf 63582 66639 2016-07-27_PANEL1_ZF_Grouptwo_F1636835_027
713 /Volumes/Beta/data/flow/panel1_test5_8.pdf 5623 5634 2016-07-29_PANEL1_ZF_Groupone_F1631100_003
714 /Volumes/Beta/data/flow/panel1_test5_8.pdf 39121 37821 2016-07-29_PANEL1_ZF_Groupone_F1632280_001
715 /Volumes/Beta/data/flow/panel1_test5_8.pdf 19018 19180 2016-07-29_PANEL1_ZF_Groupone_F1636517_010
716 /Volumes/Beta/data/flow/panel1_test5_8.pdf 69562 64439 2016-07-29_PANEL1_ZF_Groupone_F1636523_008
717 /Volumes/Beta/data/flow/panel1_test5_8.pdf 4113 4759 2016-07-29_PANEL1_ZF_Groupone_F1636528_002
718 /Volumes/Beta/data/flow/panel1_test5_9.pdf 2264 2321 2016-07-29_PANEL1_ZF_Groupone_F1636542_006
719 /Volumes/Beta/data/flow/panel1_test5_9.pdf 872 1111 2016-07-29_PANEL1_ZF_Groupone_F1636783_009
720 /Volumes/Beta/data/flow/panel1_test5_9.pdf 27487 23919 2016-07-29_PANEL1_ZF_Groupone_F1636802_005
721 /Volumes/Beta/data/flow/panel1_test5_9.pdf 29758 26455 2016-07-29_PANEL1_ZF_Groupone_F1636814_004
722 /Volumes/Beta/data/flow/panel1_test5_9.pdf 74301 72867 2016-07-29_PANEL1_ZF_Groupone_F1636837_007
723 /Volumes/Beta/data/flow/panel1_test5_9.pdf 12226 10138 2016-07-29_PANEL1_ZF_Grouptwo_F1631111_029
724 /Volumes/Beta/data/flow/panel1_test5_9.pdf 9505 9883 2016-07-29_PANEL1_ZF_Grouptwo_F1631330_031
725 /Volumes/Beta/data/flow/panel1_test5_9.pdf 15492 20942 2016-07-29_PANEL1_ZF_Grouptwo_F1636525_024
726 /Volumes/Beta/data/flow/panel1_test5_9.pdf 28110 26163 2016-07-29_PANEL1_ZF_Grouptwo_F1636784_033
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